Leveraging Deep Learning and Multimodal Large Language Models for Near-Miss Detection Using Crowdsourced Videos by Shadi Jaradat, Mohammed Elhenawy, Huthaifa I. Ashqar, Alexander Paz, Richi Nayak

“…We evaluated three deep learning models—CNN, Vision Transformers (ViTs), and CNN+LSTM—on a dataset specifically curated for three-class classification (crashes, near-misses, and normal driving events). …”
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Comparative analysis of deep learning models for crack detection in buildings by S. Siva Rama Krishnan, M. K. Nalla Karuppan, Adil O. Khadidos, Alaa O. Khadidos, Shitharth Selvarajan, Saarthak Tandon, Balamurugan Balusamy

“…In this research, we tackle the research gap and data scarcity by developing and curating a novel deep learning image processing for detecting cracks in brickwork. …”
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The Impact of Chronic Pelvic Pain and Bowel Morbidity on Quality of Life in Cervical Cancer Patients Treated With Radio (Chemo) Therapy. A Systematic Literature Review by Natuhwera G, Ellis P

“…Germanus Natuhwera,1,2 Peter Ellis3 1Clinical and Administration Departments, Hospice Africa Uganda, Kampala, Uganda; 2Education Department, Institute of Hospice and Palliative Care in Africa, Kampala, Uganda; 3Canterbury Christ Church University, Canterbury, UKCorrespondence: Germanus Natuhwera, Email ngermans16@gmail.com; gnatuhwera@hospice-africa.orgAbstract: Introduction: Radiotherapy, administered with or without chemotherapy is the gold standard treatment for cervical cancer with both curative and palliative intent. However, the treatments often result in adverse events, mainly chronic pelvic pain and bowel morbidity, which can negatively impact quality of life.Aim: To systematically appraise peer reviewed evidence regarding chronic pelvic pain and bowel morbidity and their impact on quality-of-life of cervical cancer patients treated with radiotherapy with or without chemoradiation therapy.Design: A systematic review of original peer-reviewed research evidence.Data Collection Methods and Tools: A systematic search conducted between April and May 2021, and updated in September 2024, using PubMed, Hinari, CINAHL and Google Scholar, for peer reviewed papers published between 2008 and 2019. …”
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Dynamic Monitoring of sTREM-1 and Other Biomarkers in Acute Cholangitis by Jiahui Jiang, Xiaolei Wang, Tongtong Cheng, Mingyue Han, Xinxin Wu, Haitong Wan, DaojunYu

“…Our study is aimed at exploring the significance of white blood cell (WBC), C-reactive protein (CRP), procalcitonin (PCT), soluble triggering receptor expressed on myeloid cells 1 (sTREM-1), and temperature (T) alone or combined together in early identification and curative effect monitoring of AC with or without sepsis. …”
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Antimicrobial use in animal farms in Egypt: rates, patterns, and determinants by Nada ElSayed, Amira Amine, Laila El-Attar, Mohamed E. K. Amin

“…Farms were selected from a list curated by a private platform specialized in Egypt’s poultry and cattle industry. …”
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Molecular-genetic pathways of hepatitis C virus regulation of the expression of cellular factors PREB and PLA2G4C, which play an important role in virus replication by E. L. Mishchenko, A. A. Makarova, E. A. Antropova, A. S. Venzel, T. V. Ivanisenko, P. S. Demenkov, V. A. Ivanisenko

“…Identifying the host factors, exploring their role in HCV RNA replication, and studying viral effects on their expression is essential for understanding the mechanisms of viral replication and developing novel, effective curative approaches. It is known that the host factors PREB (prolactin regulatory element binding) and PLA2G4C (cytosolic phospholipase A2 gamma) are important for the functioning of the viral replicase complex and the formation of the platforms of HCV genome replication. …”
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SPIRIT-DEFINE explanation and elaboration: recommendations for enhancing quality and impact of early phase dose-finding clinical trials protocolsResearch in context by Moreno Ursino, Guillermo Villacampa, Jan Rekowski, Munyaradzi Dimairo, Olga Solovyeva, Deborah Ashby, Jordan Berlin, Oliver Boix, Melanie Calvert, An-Wen Chan, Courtney H. Coschi, Thomas R. Jeffry Evans, Elizabeth Garrett-Mayer, Robert M. Golub, Christina Guo, Kathryn S. Hayward, Sally Hopewell, John D. Isaacs, S. Percy Ivy, Thomas Jaki, Olga Kholmanskikh, Andrew Kightley, Shing Lee, Rong Liu, Adrian Mander, Lynley V. Marshall, James Matcham, Dhrusti Patel, Richard Peck, Khadija Rerhou Rantell, Dawn P. Richards, Mahtab Rouhifard, Lesley Seymour, Yoshiya Tanaka, Christopher J. Weir, Johann de Bono, Christina Yap

“…Each new or modified checklist item is accompanied by a detailed description, its rationale with supportive evidence, and examples of good reporting curated from EPDF trial protocols covering a range of therapeutic areas and interventions. …”
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Paracrine Proangiogenic Function of Human Bone Marrow-Derived Mesenchymal Stem Cells Is Not Affected by Chronic Kidney Disease by Femke C. C. van Rhijn-Brouwer, Bas W. M. van Balkom, Diana A. Papazova, Diënty H. M. Hazenbrink, Anke J. Meijer, Isaac Brete, Vidalmar Briceno, Arjan D. van Zuilen, Raechel J. Toorop, Joost O. Fledderus, Hendrik Gremmels, Marianne C. Verhaar

“…Cell-based therapies are being developed to meet the need for curative therapy in chronic kidney disease (CKD). Bone marrow- (BM-) derived mesenchymal stromal cells (MSCs) enhance tissue repair and induce neoangiogenesis through paracrine action of secreted proteins and extracellular vesicles (EVs). …”
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Chromosome-level reference genome assembly for the mountain hare (Lepus timidus) by Fekete, Zsófia, Absolon, Dominic E., Michell, Craig, Wood, Jonathan M. D., Goffart, Steffi, Pohjoismäki, Jaakko L. O.

“…The genome was assembled using 21× PacBio HiFi sequencing data and scaffolded using the Hi-C chromosome structure capture approach. After manual curation, the primary assembly length was 2,695,305,354 bp with N50 125,755,317 bp. …”
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The Global RAdical Cystectomy Evaluation and Management (GRACEM) pathway: single‐centre prospective observational cohort study protocol by Bruno Bernardini, Federico Piccioni, Manuele Pastore, Paolo Casale, NicolòMaria Buffi, Giovanni Lughezzani, Massimo Lazzeri, Alberto Saita, Maria Vittoria Fantacci, Stefano Mancon, Filipo Dagnino, Roberto Contieri, Pietro Brin, Stefano Mancin, Andrea Gobbo, Maria Rosaria Martucci, Giovanna Cerina, Sara Ghirmai, Ezio Lanza, Giulia Goretti, Giorgio Ferruccio Guazzoni, Rodolfoi Hurle

“…Patients and methods The GRACEM study includes patients with non‐metastatic, histologically confirmed, muscle‐infiltrating bladder cancer who underwent RC surgery with curative intent. This study is unique in that the GRACEM Core Team shares decision‐making throughout the pathway, from before the intervention to the end of the patient's follow‐up. …”
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Ranirestat Improved Nerve Conduction Velocities, Sensory Perception, and Intraepidermal Nerve Fiber Density in Rats with Overt Diabetic Polyneuropathy by Saeko Asano, Tatsuhito Himeno, Tomohide Hayami, Mikio Motegi, Rieko Inoue, Hiromi Nakai-Shimoda, Emiri Miura-Yura, Yoshiaki Morishita, Masaki Kondo, Shin Tsunekawa, Yoshiro Kato, Koichi Kato, Keiko Naruse, Jiro Nakamura, Hideki Kamiya

“…In this study, we revisited one of those mechanisms, the polyol pathway, and investigated the curative effects of a novel strong aldose reductase inhibitor, ranirestat, in streptozotocin-induced diabetic rats with preexisting polyneuropathy. …”
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Exome sequencing in Nigerian children with early‐onset epilepsy syndromes by Ibitayo Abigail Ademuwagun, Yagoub Adam, Solomon Oladapo Rotimi, Steffen Syrbe, Maximilian Radtke, Julia Hentschel, Johannes R. Lemke, Ezekiel Adebiyi

“…Computational analysis involved variant calling, curation, and classification using specialized tools and databases. …”
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Death and disappearance: Measuring racial disparities in mortality and life expectancy among people in state prisons, United States 2000-2014. by Bryan L Sykes, Ernest K Chavez, Justin D Strong

“…<h4>Methods</h4>Drawing on a novel dataset created and curated, we calculate standard, age- specific quantities (death rates and life-expectancy) using period lifetable methods, disaggregated by race and sex, across three different periods (2000-2004, 2005-2009, and 2010-2014) for each state. …”
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Exploring and Verifying the Mechanism and Targets of Shenqi Pill in the Treatment of Nonalcoholic Steatohepatitis via Network Pharmacology and Experiments by Beihui He, Zheng Chen, Yunmeng Nie, Minmin Luo, Sumei Xu, Junbin Yan, Zhiyun Chen

“…The hepatic pathology and biochemical indicators of rats were used to judge the modeling results and the curative effect of SQP. Western blotting and qRT–PCR were used to verify the expression of crucial target genes at the protein and RNA levels, respectively. …”
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Correlations between spinopelvic parameters and health-related quality of life in degenerative lumbar scoliosis patients before and after long -level fusion surgery by Jiaqi Zhang, Yinhao Liu, Yan Zeng, Lei Yuan, Weishi Li

“…The objective of this study was to comprehensively assess the correlation between radiographic parameters and HRQoL before and after surgery, and to identified the most valuable spinopelvic parameters for postoperative curative effect. Methods This study retrospectively reviewed 130 consecutive patients who underwent long-level fusion with at least 1 year follow-up. …”
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Hepatoprotective Effects of a Novel Trihoney against Nonalcoholic Fatty Liver Disease: A Comparative Study with Atorvastatin by Hamad Abdulsalam Hamad Alfarisi, Muhammad Bin Ibrahim, Zenab B. Hamad Mohamed, Nuraniza Azahari, Asmah Hanim Bt. Hamdan, Che Anuar Che Mohamad

“…Nonalcoholic fatty liver disease (NAFLD) is the most prevalent chronic liver disorder worldwide with no curative therapy. The aim of this study was to investigate the hepatoprotective effects of a novel Trihoney against biochemical and histological manifestations of NAFLD in hypercholesterolemic rabbits. …”
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Artrosis: ¿cambios degenerativos o cambios adaptativos? Consejos educativos breves en la consulta de atención primaria by Gema Izquierdo Enríquez, María Victoria García Espinosa, Isabel Prieto Checa, María Fernández de Paúl, Patricia Moreno Carrero, Silvia Fernanda García Vila

“…Moreover, there are no disease-modifying drugs or curative treatment at present; the basic or first-line treatment is non-pharmacological, based on education and physical exercise.The presence of degenerative changes in imaging tests is present in a high percentage of the general asymptomatic population, i.e. in those who have no pain or functional limitation, and this percentage increases progressively with age. …”
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Safeguarding and using global banana diversity: a holistic approach by Ines Van den houwe, Rachel Chase, Julie Sardos, Max Ruas, Els Kempenaers, Valentin Guignon, Sebastien Massart, Sebastien Carpentier, Bart Panis, Mathieu Rouard, Nicolas Roux

“…Collectively, these research activities produce enormous amounts of data that require curation and dissemination to the public. The two information systems at the ITC, Musa Genebank Management System and the Musa Germplasm Information System, serve to manage the genebank activities and to make public germplasm-related data for over 30 banana collections worldwide, respectively. …”
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The relationship between psychological stress and mindfulness among outstanding students in the school basic stage by A. A. Alazzam, A. A.K. Al-Shoqran, B. M. Suleiman, M. A. Rababah, B. M. Al-Hawamdeh, I. A.M. Al-Maraziq, I. Tanjour, F. A.M. Al-Habies

“…It also emphasises the need for proactive planning and the implementation of strategies to mitigate psychological stress in students while addressing their developmental and curative needs. The study results can assist researchers and educators in designing educational and counselling programmes catering to outstanding students’ psychological, social and educational needs. …”
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Assessment of the general population knowledge about the emergence of Nipah virus outbreak in Bangladesh: A nationwide cross-sectional study by Mobin Ibne Mokbul, Shuvajit Saha, Samiha Nahar Tuli, Fatema Binte Nur, A.M. Khairul Islam, Tariful Islam, Shirsho Shreyan, Alok Bijoy Bhadra, Golam Dastageer Prince, Irfath Sharmin Eva, Mustari Nailah Tabassum, Ferdous Wahid, Md Irfan Bin Kayes, Nazim Hassan Ziad, Mohammad Delwer Hossain Hawlader

“…A semi-structured questionnaire was used as the data collection tool. After data curation, a total of 2121 responses that met the inclusion criteria were retained for analysis. …”
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